Combinatorial Machine Learning: A Rough Set Approach - Studies in Computational Intelligence 360 (Hardback)
  • Combinatorial Machine Learning: A Rough Set Approach - Studies in Computational Intelligence 360 (Hardback)
zoom

Combinatorial Machine Learning: A Rough Set Approach - Studies in Computational Intelligence 360 (Hardback)

(author), (author)
£99.99
Hardback 182 Pages / Published: 29/06/2011
  • We can order this

Usually despatched within 3 weeks

  • This item has been added to your basket

Decision trees and decision rule systems are widely used in different applications

as algorithms for problem solving, as predictors, and as a way for

knowledge representation. Reducts play key role in the problem of attribute

(feature) selection. The aims of this book are (i) the consideration of the sets

of decision trees, rules and reducts; (ii) study of relationships among these

objects; (iii) design of algorithms for construction of trees, rules and reducts;

and (iv) obtaining bounds on their complexity. Applications for supervised

machine learning, discrete optimization, analysis of acyclic programs, fault

diagnosis, and pattern recognition are considered also. This is a mixture of

research monograph and lecture notes. It contains many unpublished results.

However, proofs are carefully selected to be understandable for students.

The results considered in this book can be useful for researchers in machine

learning, data mining and knowledge discovery, especially for those who are

working in rough set theory, test theory and logical analysis of data. The book

can be used in the creation of courses for graduate students.

Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN: 9783642209949
Number of pages: 182
Weight: 1000 g
Dimensions: 235 x 155 x 12 mm
Edition: 2011 ed.

You may also be interested in...

Understanding Machine Learning
Added to basket
Reinforcement Learning
Added to basket
Machine Learning
Added to basket
Deep Learning
Added to basket
£39.99
Paperback
Thoughtful Machine Learning
Added to basket
Introduction to Machine Learning
Added to basket
The Elements of Statistical Learning
Added to basket
Machine Learning
Added to basket
£42.50
Paperback
Machine Learning
Added to basket
£52.99
Mixed media product
Superintelligence
Added to basket
£18.99
Hardback
Machine Learning
Added to basket
£39.99
Paperback
Bayesian Reasoning and Machine Learning
Added to basket
Machine Learning for Hackers
Added to basket
Web Data Mining
Added to basket
£54.99
Hardback

Reviews

Please sign in to write a review

Your review has been submitted successfully.